Han Wang

Publication Activity (10 Years)

Years Active: 2023-2024
Publications (10 Years): 6

Top Topics

Function Approximation

Reinforcement Learning

State And Action Spaces

Top Venues

Trans. Mach. Learn. Res.

Publications

Chenyu Zhang, Han Wang, Aritra Mitra, James Anderson
Finite-Time Analysis of On-Policy Heterogeneous Federated Reinforcement Learning. ICLR (2024)
Han Wang, Aritra Mitra, Hamed Hassani, George J. Pappas, James Anderson
Federated TD Learning with Linear Function Approximation under Environmental Heterogeneity. Trans. Mach. Learn. Res. 2024 (2024)
Leonardo Felipe Toso, Donglin Zhan, James Anderson, Han Wang
Meta-learning linear quadratic regulators: A policy gradient MAML approach for model-free LQR. L4DC (2024)
Han Wang, Sihong He, Zhili Zhang, Fei Miao, James Anderson
Momentum for the Win: Collaborative Federated Reinforcement Learning across Heterogeneous Environments. CoRR (2024)
Chenyu Zhang, Han Wang, Aritra Mitra, James Anderson
Finite-Time Analysis of On-Policy Heterogeneous Federated Reinforcement Learning. CoRR (2024)
Leonardo F. Toso, Han Wang, James Anderson
Oracle Complexity Reduction for Model-free LQR: A Stochastic Variance-Reduced Policy Gradient Approach. CoRR (2023)